<?php

/**
 * image-analyser
 *
 * Copyright (c) 2009-2011, Nikolay Petrovski <to.petrovski@gmail.com>.
 * All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without
 * modification, are permitted provided that the following conditions
 * are met:
 *
 *   * Redistributions of source code must retain the above copyright
 *     notice, this list of conditions and the following disclaimer.
 *
 *   * Redistributions in binary form must reproduce the above copyright
 *     notice, this list of conditions and the following disclaimer in
 *     the documentation and/or other materials provided with the
 *     distribution.
 *
 *   * Neither the name of Sebastian Bergmann nor the names of his
 *     contributors may be used to endorse or promote products derived
 *     from this software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
 * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
 * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
 * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
 * COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
 * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
 * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
 * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
 * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN
 * ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
 * POSSIBILITY OF SUCH DAMAGE.
 *
 * @package   Image
 * @author    Nikolay Petrovski <to.petrovski@gmail.com>
 * @copyright 2009-2011 Nikolay Petrovski <to.petrovski@gmail.com>
 * @license   http://www.opensource.org/licenses/bsd-license.php  BSD License
 * @since     File available since Release 1.0.0
 */
require_once 'Image/Plugin/Base.php';

require_once 'Image/Plugin/Interface.php';

class Image_Helper_FaceDetector extends Image_Helper_Abstract implements Image_Plugin_Interface {

    protected $detection_data;
    protected $face = array();
    private $reduced_canvas;

    public function __construct() {
        $this->detection_data = 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3]]],[[-0.00487895,0.329323,0.524524,-1,-1],[[4,7,12,2,-1],[8,7,4,2,3]]]],[[[-0.00685373,0.256591,-1,-1,1],[[0,8,4,3,-1],[0,9,4,1,3]]],[[0.000998938,0.461549,0.594243,-1,-1],[[4,7,2,2,-1],[4,7,1,1,2],[5,8,1,1,2]]]],[[[-0.000133547,0.5487379999999999,-1,-1,1],[[13,7,2,1,-1],[13,7,1,1,2]]],[[0.00101651,0.457836,0.542693,-1,-1],[[11,4,4,5,-1],[11,4,2,5,2]]]],[[[0.000912168,-1,0.393946,1,-1],[[4,8,3,3,-1],[5,8,1,3,3]]],[[0.00100803,0.404979,0.5520699999999999,-1,-1],[[0,3,8,1,-1],[4,3,4,1,2]]]],[[[-0.000131025,-1,0.487909,1,-1],[[13,7,2,1,-1],[13,7,1,1,2]]],[[0.000552287,0.484494,0.551283,-1,-1],[[14,7,3,2,-1],[15,7,1,2,3]]]],[[[-0.00012131,-1,0.436797,1,-1],[[5,7,2,1,-1],[6,7,1,1,2]]],[[-1.5113e-5,0.6425959999999999,0.488183,-1,-1],[[3,7,3,2,-1],[4,7,1,2,3]]]],[[[-0.000401258,-1,0.53721,1,-1],[[18,5,2,2,-1],[18,6,2,1,2]]],[[-0.000657669,0.5834549999999999,0.486908,-1,-1],[[12,14,2,2,-1],[13,14,1,1,2],[12,15,1,1,2]]]],[[[0.000622204,-1,0.382464,1,-1],[[0,5,2,2,-1],[0,6,2,1,2]]],[[0.00146634,0.481349,0.696674,-1,-1],[[6,14,2,2,-1],[6,14,1,1,2],[7,15,1,1,2]]]],[[[-0.0495477,0.0539277,-1,-1,1],[[7,12,6,5,-1],[9,12,2,5,3]]],[[0.00130176,0.5337460000000001,0.416075,-1,-1],[[12,17,5,2,-1],[12,18,5,1,2]]]],[[[-0.00449145,0.5997440000000001,-1,-1,1],[[1,11,6,3,-1],[4,11,3,3,2]]],[[0.00165924,0.372719,0.511563,-1,-1],[[1,9,6,3,-1],[4,9,3,3,2]]]],[[[0.00646955,0.525204,-1,-1,1],[[12,7,2,12,-1],[12,13,2,6,2]]],[[0.00498103,0.525672,0.393441,-1,-1],[[8,7,5,3,-1],[8,8,5,1,3]]]],[[[-0.038537,0.206192,-1,-1,1],[[6,7,2,12,-1],[6,13,2,6,2]]],[[-0.282757,0.0618832,0.492506,-1,-1],[[1,2,9,18,-1],[4,2,3,18,3]]]],[[[-0.00903018,0.315759,-1,-1,1],[[12,17,5,2,-1],[12,18,5,1,2]]],[[-0.0438663,0.203368,0.516477,-1,-1],[[4,7,12,2,-1],[4,7,6,2,2]]]],[[[-0.00457011,0.661118,-1,-1,1],[[6,7,6,1,-1],[8,7,2,1,3]]],[[-0.00233624,0.280779,0.496288,-1,-1],[[7,3,3,2,-1],[8,3,1,2,3]]]],[[[0.00539603,0.514639,-1,-1,1],[[9,4,3,1,-1],[10,4,1,1,3]]],[[-0.00262976,0.628449,0.495559,-1,-1],[[11,11,3,1,-1],[12,11,1,1,3]]]],[[[-0.00385775,0.148675,-1,-1,1],[[8,4,3,1,-1],[9,4,1,1,3]]],[[0.00139638,0.470134,0.632097,-1,-1],[[6,11,3,1,-1],[7,11,1,1,3]]]],[[[-0.00886995,-1,0.528682,1,-1],[[12,13,6,6,-1],[12,15,6,2,3]]],[[-0.0007062630000000001,0.464837,0.533321,-1,-1],[[14,13,1,6,-1],[14,15,1,2,3]]]],[[[0.00426458,0.5084880000000001,-1,-1,1],[[2,13,6,6,-1],[2,15,6,2,3]]],[[0.0615721,0.362963,0.875716,-1,-1],[[1,5,18,1,-1],[7,5,6,1,3]]]],[[[-0.0045382,-1,0.48567,1,-1],[[4,7,12,2,-1],[10,7,6,1,2],[4,8,6,1,2]]],[[-0.00408779,0.458412,0.542024,-1,-1],[[6,1,8,10,-1],[10,1,4,5,2],[6,6,4,5,2]]]],[[[0.00643086,-1,0.27073,1,-1],[[3,13,4,3,-1],[3,14,4,1,3]]],[[0.00704553,0.505749,0.7026520000000001,-1,-1],[[6,13,4,3,-1],[6,14,4,1,3]]]],[[[-0.00232464,-1,0.482728,1,-1],[[9,14,4,3,-1],[9,15,4,1,3]]],[[6.02766e-5,0.424725,0.550876,-1,-1],[[12,9,2,3,-1],[12,10,2,1,3]]]],[[[0.0180846,-1,0.81048,1,-1],[[7,14,4,3,-1],[7,15,4,1,3]]],[[0.000846935,0.515462,0.351438,-1,-1],[[9,0,2,1,-1],[10,0,1,1,2]]]],[[[-0.026931,-1,0.488689,1,-1],[[5,0,10,5,-1],[5,0,5,5,2]]],[[-0.00423466,0.462238,0.5382479999999999,-1,-1],[[6,6,8,7,-1],[6,6,4,7,2]]]],[[[0.0269471,-1,0.63666,1,-1],[[5,0,10,5,-1],[10,0,5,5,2]]],[[0.00464469,0.536851,0.376543,-1,-1],[[6,6,8,7,-1],[10,6,4,7,2]]]],[[[-0.00695777,0.423469,-1,-1,1],[[5,9,10,8,-1],[10,9,5,4,2],[5,13,5,4,2]]],[[0.0008760970000000001,0.467241,0.535068,-1,-1],[[10,0,4,10,-1],[12,0,2,5,2],[10,5,2,5,2]]]],[[[0.00161033,-1,0.573276,1,-1],[[1,4,8,3,-1],[1,5,8,1,3]]],[[-0.00128486,0.54818,0.378459,-1,-1],[[4,4,8,3,-1],[4,5,8,1,3]]]],[[[0.0102435,0.515591,-1,-1,1],[[9,7,4,3,-1],[9,8,4,1,3]]],[[0.000268893,0.535319,0.438715,-1,-1],[[12,8,3,12,-1],[12,14,3,6,2]]]],[[[0.00379037,0.5032,-1,-1,1],[[7,7,4,3,-1],[7,8,4,1,3]]],[[-0.0293697,0.587354,0.221545,-1,-1],[[5,8,3,12,-1],[5,14,3,6,2]]]],[[[0.00607431,-1,0.541703,1,-1],[[10,0,7,6,-1],[10,2,7,2,3]]],[[-0.0127107,0.6056510000000001,0.498518,-1,-1],[[2,1,18,1,-1],[8,1,6,1,3]]]],[[[-0.00594454,0.335207,-1,-1,1],[[5,0,3,8,-1],[6,0,1,8,3]]],[[-0.00289275,0.692924,0.477822,-1,-1],[[4,7,4,2,-1],[4,8,4,1,2]]]]],53.7555]]');
    }

    public function drawFaceRectangle() {
        
        $color = imagecolorallocate($this->_owner->image, 255, 0, 0); //red
        imagerectangle($this->_owner->image, $this->face['x'], $this->face['y'], $this->face['x'] + $this->face['w'], $this->face['y'] + $this->face['w'], $color);
    }

    public function generate() {

        $im_width = $this->_owner->imagesx();
        $im_height = $this->_owner->imagesy();

        //Resample before detection?
        $ratio = 0;
        $diff_width = 320 - $im_width;
        $diff_height = 240 - $im_height;
        if ($diff_width > $diff_height) {
            $ratio = $im_width / 320;
        } else {
            $ratio = $im_height / 240;
        }

        if ($ratio != 0) {
            $this->reduced_canvas = imagecreatetruecolor($im_width / $ratio, $im_height / $ratio);
            imagecopyresampled($this->reduced_canvas, $this->_owner->image, 0, 0, 0, 0, $im_width / $ratio, $im_height / $ratio, $im_width, $im_height);

            $stats = $this->getImageStats($this->reduced_canvas);
            $this->face = $this->detectGreedyBigToSmall($stats['ii'], $stats['ii2'], $stats['width'], $stats['height']);
            if ($this->face['w'] > 0) {
                $this->face['x'] *= $ratio;
                $this->face['y'] *= $ratio;
                $this->face['w'] *= $ratio;
            }
        } else {
            $stats = $this->getImageStats($this->_owner->image);
            $this->face = $this->detectGreedyBigToSmall($stats['ii'], $stats['ii2'], $stats['width'], $stats['height']);
        }
        return ($this->face['w'] > 0);
    }

    protected function getImageStats($canvas) {
        $image_width = imagesx($canvas);
        $image_height = imagesy($canvas);
        $iis = $this->computeII($canvas, $image_width, $image_height);
        return array(
            'width' => $image_width,
            'height' => $image_height,
            'ii' => $iis['ii'],
            'ii2' => $iis['ii2']
        );
    }

    protected function computeII($canvas, $image_width, $image_height) {
        $ii_w = $image_width + 1;
        $ii_h = $image_height + 1;
        $ii = array();
        $ii2 = array();

        for ($i = 0; $i < $ii_w; $i++) {
            $ii[$i] = 0;
            $ii2[$i] = 0;
        }

        for ($i = 1; $i < $ii_h - 1; $i++) {
            $ii[$i * $ii_w] = 0;
            $ii2[$i * $ii_w] = 0;
            $rowsum = 0;
            $rowsum2 = 0;
            for ($j = 1; $j < $ii_w - 1; $j++) {
                $rgb = imagecolorat($canvas, $j, $i);
                $red = ($rgb >> 16) & 0xFF;
                $green = ($rgb >> 8) & 0xFF;
                $blue = $rgb & 0xFF;
                $grey = ( 0.2989 * $red + 0.587 * $green + 0.114 * $blue ) >> 0;  // this is what matlab uses
                $rowsum += $grey;
                $rowsum2 += $grey * $grey;

                $ii_above = ($i - 1) * $ii_w + $j;
                $ii_this = $i * $ii_w + $j;

                $ii[$ii_this] = $ii[$ii_above] + $rowsum;
                $ii2[$ii_this] = $ii2[$ii_above] + $rowsum2;
            }
        }
        return array('ii' => $ii, 'ii2' => $ii2);
    }

    protected function detectGreedyBigToSmall($ii, $ii2, $width, $height) {

        $s_w = $width / 20.0;
        $s_h = $height / 20.0;
        $start_scale = $s_h < $s_w ? $s_h : $s_w;
        $scale_update = 1 / 1.2;
        for ($scale = $start_scale; $scale > 1; $scale *= $scale_update) {
            $w = (20 * $scale) >> 0;
            $endx = $width - $w - 1;
            $endy = $height - $w - 1;
            $step = max($scale, 2) >> 0;
            $inv_area = 1 / ($w * $w);
            for ($y = 0; $y < $endy; $y += $step) {
                for ($x = 0; $x < $endx; $x += $step) {
                    $passed = $this->detectOnSubImage($x, $y, $scale, $ii, $ii2, $w, $width + 1, $inv_area);
                    if ($passed) {
                        return array('x' => $x, 'y' => $y, 'w' => $w);
                    }
                } // end x
            } // end y
        }  // end scale
        return null;
    }

    protected function detectOnSubImage($x, $y, $scale, $ii, $ii2, $w, $iiw, $inv_area) {

        $mean = ( $ii[($y + $w) * $iiw + $x + $w] + $ii[$y * $iiw + $x] - $ii[($y + $w) * $iiw + $x] - $ii[$y * $iiw + $x + $w] ) * $inv_area;
        $vnorm = ( $ii2[($y + $w) * $iiw + $x + $w] + $ii2[$y * $iiw + $x] - $ii2[($y + $w) * $iiw + $x] - $ii2[$y * $iiw + $x + $w] ) * $inv_area - ($mean * $mean);
        $vnorm = $vnorm > 1 ? sqrt($vnorm) : 1;

        $passed = true;
        for ($i_stage = 0; $i_stage < count($this->detection_data); $i_stage++) {
            $stage = $this->detection_data[$i_stage];
            $trees = $stage[0];

            $stage_thresh = $stage[1];
            $stage_sum = 0;

            for ($i_tree = 0; $i_tree < count($trees); $i_tree++) {
                $tree = $trees[$i_tree];
                $current_node = $tree[0];
                $tree_sum = 0;
                while ($current_node != null) {
                    $vals = $current_node[0];
                    $node_thresh = $vals[0];
                    $leftval = $vals[1];
                    $rightval = $vals[2];
                    $leftidx = $vals[3];
                    $rightidx = $vals[4];
                    $rects = $current_node[1];

                    $rect_sum = 0;
                    for ($i_rect = 0; $i_rect < count($rects); $i_rect++) {
                        $s = $scale;
                        $rect = $rects[$i_rect];
                        $rx = ($rect[0] * $s + $x) >> 0;
                        $ry = ($rect[1] * $s + $y) >> 0;
                        $rw = ($rect[2] * $s) >> 0;
                        $rh = ($rect[3] * $s) >> 0;
                        $wt = $rect[4];

                        $r_sum = ( $ii[($ry + $rh) * $iiw + $rx + $rw] + $ii[$ry * $iiw + $rx] - $ii[($ry + $rh) * $iiw + $rx] - $ii[$ry * $iiw + $rx + $rw] ) * $wt;
                        $rect_sum += $r_sum;
                    }

                    $rect_sum *= $inv_area;

                    $current_node = null;
                    if ($rect_sum >= $node_thresh * $vnorm) {
                        if ($rightidx == -1)
                            $tree_sum = $rightval;
                        else
                            $current_node = $tree[$rightidx];
                    } else {
                        if ($leftidx == -1)
                            $tree_sum = $leftval;
                        else
                            $current_node = $tree[$leftidx];
                    }
                }
                $stage_sum += $tree_sum;
            }
            if ($stage_sum < $stage_thresh) {
                return false;
            }
        }
        return true;
    }

}

